Réda Dehak

According to our database, Réda Dehak authored at least 27 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A benchmark for toxic comment classification on Civil Comments dataset.

Corentin Duchene, Henri Jamet, Pierre Guillaume, Réda Dehak

CoRR, 2023

Benchmark pour la classification de commentaires toxiques sur le jeu de données Civil Comments.

Corentin Duchene, Henri Jamet, Pierre Guillaume, Réda Dehak

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning.

Théo Lepage, Réda Dehak

Proceedings of the Interspeech 2022, 2022

2020

State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations.

Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Leibny Paola García-Perera, Fred Richardson, Réda Dehak, Pedro A. Torres-Carrasquillo, Najim Dehak

Comput. Speech Lang., 2020

2019

Non-Linear Dynamics Analysis of Protein Sequences. Application to CYP450.

Xavier F. Cadet, Réda Dehak, Sang Peter Chin, Miloud Bessafi

Entropy, 2019

State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18.

Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Fred Richardson, Suwon Shon, François Grondin, Réda Dehak, Leibny Paola García-Perera, Daniel Povey, Pedro A. Torres-Carrasquillo, Sanjeev Khudanpur, Najim Dehak

Proceedings of the Interspeech 2019, 2019

2018

The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System.

Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

2017

The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System.

Pedro A. Torres-Carrasquillo, Fred Richardson, Shahan C. Nercessian, Douglas E. Sturim, William M. Campbell, Youngjune Gwon, Swaroop Vattam, Najim Dehak, Sri Harish Reddy Mallidi, Phani Sankar Nidadavolu, Ruizhi Li, Réda Dehak

Proceedings of the Interspeech 2017, 2017

2014

GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification.

Najim Dehak, Oldrich Plchot, Mohamad Hasan Bahari, Lukás Burget, Hugo Van hamme, Réda Dehak

Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

2013

Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach.

Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass

IEEE Trans. Speech Audio Process., 2013

2012

First attempt of boltzmann machines for speaker verification.

Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

2011

Front-End Factor Analysis for Speaker Verification.

Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel, Pierre Ouellet

IEEE Trans. Speech Audio Process., 2011

Language Recognition via i-vectors and Dimensionality Reduction.

Najim Dehak, Pedro A. Torres-Carrasquillo, Douglas A. Reynolds, Réda Dehak

Proceedings of the INTERSPEECH 2011, 2011

A channel-blind system for speaker verification.

Najim Dehak, Zahi N. Karam, Douglas A. Reynolds, Réda Dehak, William M. Campbell, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Unsupervised Speaker Adaptation based on the Cosine Similarity for Text-Independent Speaker Verification.

Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass

Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Cosine Similarity Scoring without Score Normalization Techniques.

Najim Dehak, Réda Dehak, James R. Glass, Douglas A. Reynolds, Patrick Kenny

Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

2009

Cepstral and long-term features for emotion recognition.

Pierre Dumouchel, Najim Dehak, Yazid Attabi, Réda Dehak, Narjès Boufaden

Proceedings of the INTERSPEECH 2009, 2009

Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification.

Najim Dehak, Réda Dehak, Patrick Kenny, Niko Brümmer, Pierre Ouellet, Pierre Dumouchel

Proceedings of the INTERSPEECH 2009, 2009

Support vector machines and Joint Factor Analysis for speaker verification.

Najim Dehak, Patrick Kenny, Réda Dehak, Ondrej Glembek, Pierre Dumouchel, Lukás Burget, Valiantsina Hubeika, Fabio Castaldo

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

The role of speaker factors in the NIST extended data task.

Patrick Kenny, Najim Dehak, Réda Dehak, Vishwa Gupta, Pierre Dumouchel

Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

Kernel combination for SVM speaker verification.

Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel

Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

Comparison between factor analysis and GMM support vector machines for speaker verification.

Najim Dehak, Réda Dehak, Patrick Kenny, Pierre Dumouchel

Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

2007

Linear and non linear kernel GMM supervector machines for speaker verification.

Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel

Proceedings of the INTERSPEECH 2007, 2007

2005

Spatial Reasoning with Incomplete Information on Relative Positioning.

Sidi Mohammed Réda Dehak, Isabelle Bloch, Henri Maître

IEEE Trans. Pattern Anal. Mach. Intell., 2005

2004

A novel method to fight the non-line-of-sight error in AOA measurements for mobile location.

Emmanuele Grosicki, Karim Abed-Meraim, Réda Dehak

Proceedings of IEEE International Conference on Communications, 2004

2001

Inference of directional spatial relationship between points: a probabilistic approach.

Sidi Mohammed Réda Dehak, Isabelle Bloch, Henri Maître

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Automated segmentation of multiple sclerosis lesions in multispectral MR imaging using fuzzy clustering.

Abdel-Ouahab Boudraa, Sidi Mohammed Réda Dehak, Yue-Min Zhu, Chahin Pachai, Yong-Gang Bao, Jérôme Grimaud

Comput. Biol. Medicine, 2000